Jailbreakme.com Quick and Easy Jailbreak

Taking advantage of a security flaw in iOS 4.01, Jailbreakme.com is a website you can visit with your iPhone and very quickly and easily jailbreak your phone.

I did it, it took around 2-3 minutes in total, and I now have Cydia on my desktop.